James Burke

Robust Singular Smoothers for Tracking Using Low-Fidelity Data

Tracking underwater autonomous platforms is often challenged by noisy, biased, and discretized input data. Classic filters and smoothers based on standard assumptions of Gaussian white noise break down when presented with any of these challenges. Robust models (such as the Huber loss) and constraint…